
> # set up environment ----
> library(data.table)

> library(parallel)

> library(nnet)

> library(RColorBrewer)

> library(ggplot2)

> library(cowplot)

> load("data/analysis_data.RData")

> source("R/00-functions.R")

> RNGkind("L'Ecuyer-CMRG")

> set.seed(1444055996)

> # main dataset ----
> data_main <- respondent_data[main == 1]

> model_main <- multinom(type2 ~ order, data = data_main)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.508186 
converged

> boot <- function(i) {
+   multinom(type2 ~ order, data = data_main[sample(.N, .N, replace = TRUE)])
+ }

> boots_main <- mclapply(1:1000, boot, mc.cores = 6)
# weights:  9 (4 variable)
# weights:  initial  value 915.144036 
9 (4 variable)
initial  value 915.144036 
final  value 880.564025 
converged
# weights:  9 (4 variable)
final  value 887.435238 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.702149 
converged
final  value 889.464219 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights: # weights:   99 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 879.449879 
converged
final  value 868.637280 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 896.392894 
converged
initial  value 915.144036 
final  value 893.484748 
converged
final  value 879.445186 
converged
final  value 856.707033 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  initial  value 915.144036 
9initial  value 915.144036 
 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
iter  10 value 878.202819
# weights:  9# weights:  9 (iter  10 value 878.202819
final  value 884.481654 
4final  value 878.202819 
 ( variable)
converged
4 variable)
converged
final  value 881.634525 
final  value 881.472750 
initial  value 915.144036 
converged
converged
initial  value 915.144036 
final  value 902.357260 
converged
final  value 893.953955 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 894.175448 
converged
initial  value 915.144036 
final  value 885.161454 
converged
final  value 880.880921 
converged
final  value 887.913226 
converged
final  value 888.887331 
converged
final  value 873.622241 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 892.727100 
converged
final  value 882.235005 
converged
final  value 871.068183 
converged
final  value 880.631210 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 872.336632
iter  10 value 872.336632
final  value 872.336632 
converged
# weights:  # weights:  # weights:  999 (4 (4 variable)
 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 880.796721 
converged
initial  value 915.144036 
final  value 874.172333 
converged
final  value 884.588732 
converged
final  value 889.954618 
converged
final  value 889.234122 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.973651 
converged
# weights:  9 (4 variable)
final  value 857.989003 
# weights: converged
 9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 864.276723 
converged
final  value 887.124849 
converged
final  value 871.258277 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.441079 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.036795 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 886.618610 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.742848 
converged
iter  10 value 876.135776
final  value 897.598683 
converged
final  value 876.135759 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.462967 
converged
final  value 876.903608 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 881.386139 
converged
final  value 890.474416 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 874.910111 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 878.375427 
converged
final  value 882.044962 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 891.105070 
converged
final  value 896.258909 
converged
# weights:  9 (4 variable)
final  value 891.251744 
converged
initial  value 915.144036 
final  value 889.142359 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.686789 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 886.646381 
converged
final  value 879.331701 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.643481 
converged
# weights:  9 (4 variable)
final  value 871.857691 
converged
initial  value 915.144036 
final  value 878.192777 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 881.060547 
converged
iter  10 value 878.682030
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 878.682030
final  value 878.682030 
converged
final  value 877.067617 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 881.307200 
converged
final  value 879.268179 
converged
final  value 881.522048 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.578802 
converged
final  value 883.179797 
converged
iter  10 value 888.296089
iter  10 value 888.296089
final  value 888.296089 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.865805 
converged
# weights:  9 (4 variable)
final  value 869.091068 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
# weights: iter  10 value 894.023485
 9 (4 variable)
initial  value 915.144036 
iter  10 value 894.023485
final  value 894.023485 
converged
initial  value 915.144036 
final  value 878.023929 
converged
final  value 878.634622 
converged
final  value 884.333392 
converged
# weights:  # weights:  99 (4 ( variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  final  value 887.250065 
9converged
 (4 variable)
final  value 886.555249 
converged
final  value 894.024342 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.202578 
converged
final  value 900.696597 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 890.319658 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 873.986732 
converged
final  value 881.550348 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.983227 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 879.568890
iter  10 value 879.568890
final  value 879.568890 
converged
# weights:  9 (4 variable)
final  value 890.759493 
converged
# weights:  9 (4 variable)
final  value 882.692795 
converged
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 864.792825
# weights:  9 (4 variable)
final  value 889.507889 
converged
initial  value 915.144036 
# weights:  final  value 881.527537 
9converged
 (4 variable)
final  value 864.792804 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.860310 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 893.350355 
converged
final  value 895.186828 
converged
final  value 889.180273 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 855.029103 
converged
iter  10 value 878.083261
iter  10 value 878.083261
final  value 878.083261 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.223213 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 873.119014
final  value 879.099042 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.209467 
converged
iter  10 value 885.175464
final  value 880.484681 
converged
iter  10 value 885.175464
final  value 885.175464 
converged
final  value 873.118979 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9final  value 882.204584 
converged
 (4 variable)
initial  value 915.144036 
final  value 881.434423 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 881.163828
iter  10 value 881.163828
final  value 881.163828 
converged
final  value 889.553965 
converged
final  value 888.868295 
converged
final  value 886.534910 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 873.214001 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 893.769336 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 874.725073
iter  10 value 874.725073
final  value 874.725073 
converged
final  value 888.875167 
converged
final  value 877.960429 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.362201 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.347217 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 882.784404 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.705377 
converged
final  value 886.161639 
converged
final  value 878.133570 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.077683 
converged
# weights:  9 (4 variable)
final  value 881.458647 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 877.960358 
converged
final  value 893.360486 
converged
# weights:  9 (4 variable)
final  value 886.888938 
converged
# weights:  9 (initial  value 915.144036 
4 variable)
initial  value 915.144036 
final  value 885.308949 
converged
final  value 889.552598 
converged
final  value 880.234820 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  final  value 875.306335 
converged
9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9final  value 877.891465 
 (converged
final  value 880.831918 
converged
4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 883.353578 
converged
final  value 883.078741 
converged
final  value 888.132697 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 878.405385 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 893.251579 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 893.345528 
converged
initial  value 915.144036 
final  value 885.409647 
converged
final  value 893.891079 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 882.153194 
# weights: # weights: # weights:  converged
# weights: 9    (9949 variable)
 ( (4 ( variable)
4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 882.840315 
converged
iter  10 value 870.880618
final  value 874.286695 
converged
final  value 876.262522 
converged
final  value 883.344608 
converged
final  value 870.880261 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.882627 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.554573 
converged
iter  10 value 877.081054
iter  10 value 877.081054
final  value 877.081054 
converged
final  value 889.414273 
converged
final  value 897.605357 
converged
final  value 887.317807 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 889.331714 
converged
final  value 878.102107 
converged
initial  value 915.144036 
final  value 883.379596 
converged
final  value 887.945929 
converged
final  value 889.611230 
converged
iter  10 value 875.792113
iter  10 value 875.792108
final  value 875.792108 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 876.457315 
converged
final  value 880.761513 
converged
final  value 879.491340 
converged
final  value 880.816504 
converged
final  value 887.351026 
converged
final  value 872.659039 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 885.182915 
converged
final  value 886.185759 
converged
final  value 873.511272 
converged
final  value 875.432184 
final  value 884.447890 
converged
converged
final  value 883.945552 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9# weights:  9 ( (4# weights: initial  value 915.144036 
4 variable)
  variable)
9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 886.809740 
converged
final  value 881.076407 
converged
final  value 882.508762 
converged
final  value 871.466621 
converged
final  value 882.426592 
converged
final  value 896.893737 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
iter  10 value 887.912411
iter  10 value 887.912411
final  value 887.912411 
converged
final  value 875.599038 
converged
iter  10 value 864.307601
final  value 884.090983 
converged
final  value 886.189049 
converged
final  value 864.306560 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.258019 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.021662 
converged
# weights:  9 (4 variable)
# weights:  # weights: 9 9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.715485 
converged
final  value 884.039307 
converged
iter  10 value 875.921529
final  value 882.894332 
converged
iter  10 value 875.921529
final  value 875.921529 
converged
final  value 884.198301 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.003682 
converged
final  value 878.760000 
converged
final  value 877.926513 
converged
final  value 876.555410 
converged
iter  10 value 882.111150
iter  10 value 882.111149
final  value 882.111149 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.413879 
converged
# weights:  9final  value 889.616886 
converged
 (4 variable)
initial  value 915.144036 
final  value 887.820729 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.529882 
converged
iter  10 value 879.183798
# weights:  9 (4 variable)
iter  10 value 879.183790
final  value 879.183790 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
final  value 889.308425 
 (4 variable)
converged
initial  value 915.144036 
final  value 903.182831 
converged
final  value 882.675557 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
final  value 860.451797 
converged
initial  value 915.144036 
final  value 858.817940 
converged
# weights: # weights:   9iter  10 value 883.954008
 (4 variable)
initial  value 915.144036 
iter  10 value 883.954008
final  value 883.954008 
converged
final  value 887.225715 
converged
9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:   (4 variable)
9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 892.008736 
converged
# weights:  # weights:  9 (4 variable)
9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 890.653727 
converged
final  value 876.920726 
converged
final  value 883.061486 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 896.147796 
converged
final  value 882.781382 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 869.533237 
converged
# weights:  # weights:  99 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
iter  10 value 882.106000
final  value 891.963641 
converged
iter  10 value 882.105999
final  value 882.105999 
converged
final  value 879.307403 
converged
# weights:  final  value 890.123773 
9converged
 (4 variable)
initial  value 915.144036 
final  value 887.749454 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.792664 
converged
final  value 880.688696 
converged
iter  10 value 872.774985
iter  10 value 872.774985
final  value 872.774985 
converged
final  value 869.100202 
converged
final  value 883.919318 
converged
final  value 882.918991 
converged
# weights:  9 (4 variable)
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
iter  10 value 874.996659
initial  value 915.144036 
iter  10 value 874.996658
final  value 874.996658 
converged
final  value 881.247956 
converged
final  value 878.881069 
converged
final  value 892.643272 
converged
final  value 884.942679 
converged
final  value 881.384040 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.942888 
converged
# weights:  9 (4 variable)
final  value 884.594612 
converged
initial  value 915.144036 
final  value 892.101453 
converged
final  value 878.835823 
converged
final  value 879.467465 
converged
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 886.996961 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 874.035687
iter  10 value 874.035687
final  value 874.035687 
converged
final  value 896.896712 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.687380 
converged
final  value 883.087795 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 888.603136 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 878.543271 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.616453 
converged
final  value 896.108265 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.040066 
converged
final  value 877.738578 
converged
final  value 877.467688 
converged
# weights:  # weights:  99 (4 (4 variable)
 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9final  value 886.487131 
 (4 variable)
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.895083 
converged
final  value 894.510302 
converged
# weights:  9 (4 variable)
final  value 874.027047 
converged
initial  value 915.144036 
final  value 871.655958 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 870.004313 
converged
# weights:  9 (4 variable)
final  value 873.237007 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 883.292439 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 884.132920 
converged
final  value 881.388823 
converged
final  value 876.256374 
converged
# weights:  9 (4 variable)
final  value 890.960175 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 883.461240 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.394944 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights: final  value 881.812833 
converged
 9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 895.831539 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 862.237185 
converged
final  value 891.541868 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.867959 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.293531 
converged
final  value 875.226885 
converged
# weights:  9 (4 variable)
# weights:  initial  value 915.144036 
9 (4 variable)
initial  value 915.144036 
final  value 885.537468 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 885.924239 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 889.550463 
converged
initial  value 915.144036 
final  value 883.332206 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.372360 
converged
final  value 877.594943 
converged
final  value 877.748839 
converged
# weights:  9 (4 variable)
final  value 881.629961 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 870.005106 
converged
# weights:  9 (4 variable)
iter  10 value 875.459412
final  value 879.997587 
converged
initial  value 915.144036 
iter  10 value 875.459407
final  value 875.459407 
converged
final  value 878.928642 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.509542 
converged
# weights:  9 (4 variable)
final  value 889.000134 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.480609 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.194310 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 874.127025 
converged
# weights:  9 (4 variable)
final  value 889.801769 
converged
initial  value 915.144036 
final  value 898.478714 
converged
final  value 880.400918 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.171322 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 880.615008 
converged
final  value 872.043286 
converged
# weights:  9 (4 variable)
final  value 890.581264 
converged
initial  value 915.144036 
final  value 890.119721 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 876.069151 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 897.534295 
converged
final  value 885.680752 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 868.195290 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.383049 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.322456 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.355778 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.854733 
converged
final  value 879.100690 
# weights: # weights:   # weights: # weights: converged
final  value 898.179066 
 9 converged
9 (9 (944 variable)
 variable)
 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
iter  10 value 878.121288
# weights:  9 (4 variable)
iter  10 value 878.121287
final  value 878.121287 
converged
initial  value 915.144036 
final  value 891.185106 
converged
final  value 887.817448 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.065105 
converged
# weights:  9 (4 variable)
# weights:  9final  value 876.249057 
converged
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.508987 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 882.352996 
converged
final  value 884.631938 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 892.327451 
converged
iter  10 value 883.728880
initial  value 915.144036 
iter  10 value 883.728880
final  value 883.728880 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.066706 
converged
final  value 881.571477 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 875.382909 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.932881 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.830606 
converged
final  value 889.865711 
converged
# weights:  9 (4 variable)
final  value 890.852488 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.297595 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.506771 
converged
final  value 891.168726 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 889.003940 
converged
initial  value 915.144036 
final  value 884.618577 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 876.646663 
converged
initial  value 915.144036 
# weights:  9initial  value 915.144036 
 (final  value 875.034141 
converged
4# weights:  9 (4 variable)
 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 876.149462 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.258604 
converged
final  value 878.613942 
converged
# weights:  9 (4 variable)
final  value 887.925369 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 876.363316 
converged
initial  value 915.144036 
final  value 888.811935 
converged
# weights:  9# weights:  9 ( (4 variable)
4# weights:  variable)
 9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
iter  10 value 863.527526
final  value 881.419649 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.196664 
converged
initial  value 915.144036 
iter  10 value 863.527525
final  value 863.527525 
converged
final  value 882.092242 
converged
final  value 872.217949 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 898.184787 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 889.425999 
converged
# weights:  9 (4 variable)
final  value 883.727461 
converged
initial  value 915.144036 
final  value 884.013715 
converged
final  value 872.672154 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 871.143074 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  # weights: 9 9 (4 variable)
 (4 variable)
initial  value 915.144036 
final  value 882.571665 
converged
initial  value 915.144036 
final  value 886.579968 
converged
final  value 875.712081 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 887.524646 
converged
initial  value 915.144036 
final  value 878.652756 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.745297 
converged
final  value 887.626572 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
# weights:  9initial  value 915.144036 
initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
final  value 878.671868 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 915.144036 
iter  10 value 886.456850
initial  value 915.144036 
final  value 881.616721 
converged
iter  10 value 886.456850
final  value 886.456850 
converged
final  value 888.188828 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 878.737158 
converged
final  value 882.512852 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.961719 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 885.138913 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.241829 
converged
final  value 894.090444 
converged
# weights:  final  value 882.980831 
converged
9 (4 variable)
initial  value 915.144036 
final  value 858.474864 
converged
final  value 882.485636 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 875.045961 
converged
initial  value 915.144036 
final  value 890.667144 
converged
final  value 881.062333 
converged
iter  10 value 876.288031
final  value 896.694812 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.073401 
converged
final  value 876.287925 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.844297 
converged
# weights:  9final  value 876.861090 
converged
 (4 variable)
initial  value 915.144036 
# weights:  9# weights:   (4 variable)
initial  value 915.144036 
9 (4 variable)
final  value 889.402789 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.078326 
converged
final  value 878.900930 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 876.705304 
converged
final  value 882.456589 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 894.501437
iter  10 value 894.501437
final  value 894.501437 
converged
# weights: # weights:   99 (4 (4 variable)
 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.535860 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 877.222910 
converged
initial  value 915.144036 
final  value 886.087781 
converged
final  value 888.577872 
converged
final  value 887.694609 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.252658 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 873.053166 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.951375 
converged
final  value 882.475844 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.781136 
converged
# weights:  9 (4 variable)
final  value 889.206203 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 886.686964 
converged
initial  value 915.144036 
final  value 876.948114 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 885.927019 
converged
final  value 875.679363 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.613561 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 895.939861 
converged
# weights:  9 (4 variable)
final  value 879.767273 
converged
initial  value 915.144036 
iter  10 value 873.011814
iter  10 value 873.011812
final  value 873.011812 
converged
# weights:  final  value 886.965698 
converged
9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 880.948664 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 885.957413 
converged
# weights:  9 (4 variable)
final  value 885.530653 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 875.580736 
converged
final  value 884.694055 
converged
final  value 890.141748 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9final  value 878.539847 
converged
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 915.144036 
final  value 884.523982 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.105769 
converged
# weights:  9 (4 variable)
final  value 888.455163 
converged
initial  value 915.144036 
final  value 879.980616 
converged
final  value 887.506732 
converged
final  value 879.700665 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 893.134464 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 882.721030 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.793663 
converged
# weights: final  value 882.670145 
 9 (converged
final  value 874.478746 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.402236 
converged
4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 876.778154 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.412976 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.237168 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9final  value 886.804800 
converged
 (4 variable)
initial  value 915.144036 
final  value 883.145385 
converged
iter  10 value 876.451899
# weights:  9 (4 variable)
iter  10 value 876.451893
final  value 876.451893 
converged
final  value 882.875921 
converged
initial  value 915.144036 
final  value 899.854694 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 877.438121 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.332156 
converged
final  value 890.187688 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 880.693169
final  value 880.979078 
converged
final  value 878.062810 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 880.693169
final  value 880.693169 
converged
final  value 877.355067 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 878.248847 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.651365 
converged
final  value 889.504008 
converged
final  value 867.504050 
converged
final  value 879.965403 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 872.701758 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 876.109720 
converged
final  value 890.209151 
converged
iter  10 value 867.005911
iter  10 value 867.005904
final  value 867.005904 
converged
final  value 886.979907 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.346052 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights: # weights:  9  (49final  value 883.430043 
 (4 variable)
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 894.177774 
converged
final  value 882.155237 
converged
final  value 878.984315 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.190226 
converged
final  value 879.211732 
converged
# weights:  9# weights:  9 ( (4 variable)
# weights: 4 variable)
initial  value 915.144036 
 9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 874.190294 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 858.849968 
converged
# weights:  9final  value 875.677936 
 (4converged
 variable)
# weights: final  value 878.916384 
 converged
initial  value 915.144036 
9 (4 variable)
initial  value 915.144036 
final  value 881.962230 
converged
# weights: final  value 870.676057 
converged
 9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 884.540259 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  final  value 890.131438 
converged
9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
final  value 886.525219 
converged
final  value 886.275270 
converged
iter  10 value 871.965174
# weights:  9 (4 variable)
iter  10 value 871.965169
final  value 871.965169 
converged
initial  value 915.144036 
final  value 883.711253 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 890.560804 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 874.775890 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.034618 
# weights:  converged
9 (final  value 887.059316 
converged
4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 878.685318 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
iter  10 value 887.759426
final  value 884.779907 
converged
initial  value 915.144036 
final  value 888.440203 
converged
# weights:  9iter  10 value 887.759426
 (4 variable)
final  value 887.759426 
initial  value 915.144036 
converged
initial  value 915.144036 
final  value 874.583825 
converged
iter  10 value 878.959788
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 878.959786
final  value 878.959786 
converged
final  value 880.541784 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 894.710404 
converged
final  value 875.081825 
converged
final  value 883.367727 
converged
# weights:  9# weights:   (4 variable)
9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
iter  10 value 886.347664
iter  10 value 886.347663
final  value 886.347663 
converged
iter  10 value 877.256912
# weights:  9# weights:   (4 variable)
9 (4 variable)
iter  10 value 877.256912
final  value 877.256912 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 884.803691 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  # weights: final  value 889.564036 
9converged
 9 (4 variable)
 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 890.724741 
converged
final  value 891.136273 
converged
final  value 898.607732 
converged
final  value 880.611819 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 889.727060 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  (4 variable)
 9 (4 variable)
# weights:  9final  value 874.946482 
converged
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 873.269229 
converged
initial  value 915.144036 
final  value 879.989702 
converged
final  value 886.294081 
converged
final  value 887.527117 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 873.899008 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 872.290134 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 884.020174 
converged
iter  10 value 871.034556
# weights:  9 (4 variable)
iter  10 value 871.034555
final  value 871.034555 
converged
initial  value 915.144036 
final  value 867.339533 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 876.102765 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 875.457743 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.635647 
final  value 870.361473 
converged
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.913400 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 881.995000
iter  10 value 881.995000
final  value 881.995000 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.077017 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 875.971666 
converged
final  value 881.853300 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.366899 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.126692 
converged
# weights:  9 (4 variable)
final  value 879.503401 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 872.531434 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 882.466124 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 871.766204 
converged
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.009106 
converged
final  value 884.776097 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 887.988870 
converged
initial  value 915.144036 
iter  10 value 877.156568
final  value 894.763158 
converged
# weights:  9iter  10 value 877.156567
final  value 877.156567 
converged
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  final  value 877.430369 
9converged
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 881.999435
final  value 875.621620 
converged
iter  10 value 881.999435
final  value 881.999435 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 874.283482 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.390563 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 894.782337 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9iter  10 value 877.182899
 (4 variable)
final  value 895.767013 
converged
initial  value 915.144036 
iter  10 value 877.182899
final  value 877.182899 
converged
# weights:  final  value 856.758467 
converged
9 (4 variable)
initial  value 915.144036 
final  value 887.534080 
converged
final  value 892.157763 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 879.490751 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.483526 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.425975 
converged
initial  value 915.144036 
final  value 881.958566 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 876.148284
iter  10 value 876.148284
final  value 876.148284 
converged
final  value 887.983000 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 886.652040 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 871.196486 
converged
final  value 877.981507 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.962931 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 875.135099 
converged
iter  10 value 880.723205
final  value 877.744867 
converged
iter  10 value 880.723204
final  value 880.723204 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 877.426742 
converged
final  value 886.832034 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 882.121167 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 882.336701 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 893.333589 
converged
initial  value 915.144036 
final  value 889.541354 
converged
final  value 877.771293 
converged
final  value 885.205322 
converged
final  value 882.143712 
converged
# weights:  9# weights:  (4 variable)
 9# weights:  9 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 869.629968 
converged
final  value 875.811841 
converged
final  value 885.778260 
converged
final  value 871.986903 
converged
final  value 878.069410 
converged
final  value 890.062810 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights: # weights:  9 initial  value 915.144036 
9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 885.807046 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 891.424467 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 881.307186 
converged
final  value 886.632498 
converged
final  value 878.592899 
converged
final  value 878.616150 
converged
# weights: # weights:  9 (4 variable)
 9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 880.363377 
converged
final  value 875.964077 
converged
iter  10 value 877.267480
iter  10 value 877.267478
final  value 877.267478 
converged
final  value 889.607800 
converged
final  value 882.400439 
converged
final  value 889.706329 
converged
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9# weights:   (4 variable)
9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.278660 
converged
final  value 872.110873 
converged
final  value 888.113296 
converged
final  value 888.807173 
converged
final  value 878.577050 
converged
final  value 882.577874 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.862799 
converged
final  value 893.570378 
converged
final  value 875.440350 
converged
final  value 872.011829 
converged
final  value 890.035485 
converged
iter  10 value 876.186693
iter  10 value 876.186693
final  value 876.186693 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights: initial  value 915.144036 
 9 (4 variable)
final  value 882.571406 
converged
initial  value 915.144036 
final  value 883.099253 
converged
final  value 873.847071 
converged
final  value 894.763077 
converged
final  value 878.216911 
converged
final  value 898.844149 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 875.195013
# weights:  9# weights:  9 (4 variable)
 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 885.609039 
converged
final  value 886.091265 
converged
final  value 875.194896 
converged
final  value 885.101519 
converged
final  value 882.632563 
converged
final  value 881.402983 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
final  value 883.144188 
 (4 variable)
iter  10 value 875.700003
converged
initial  value 915.144036 
iter  10 value 875.700003
final  value 875.700003 
converged
final  value 894.982029 
converged
final  value 884.097380 
converged
final  value 874.876264 
converged
final  value 884.959656 
converged
# weights:  9 (# weights:  94 (4 variable)
 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 885.096610 
converged
initial  value 915.144036 
final  value 885.122817 
converged
final  value 875.950701 
converged
final  value 887.948777 
converged
# weights:  final  value 887.643244 
converged
final  value 887.117354 
converged
9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.076938 
converged
final  value 883.515280 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
iter  10 value 887.712451
# weights:  9 (4 variable)
iter  10 value 887.712451
final  value 887.712451 
converged
initial  value 915.144036 
final  value 890.326983 
converged
final  value 881.066760 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.673814 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.090067 
converged
# weights:  final  value 898.073933 
converged
9 (4 variable)
initial  value 915.144036 
final  value 871.922317 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 876.242395 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 870.620176 
converged
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
final  value 885.893775 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 886.254946 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.781749 
converged
# weights:  9final  value 890.265307 
 (4 variable)
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.337746 
converged
final  value 883.378831 
converged
# weights:  9 (4 variable)
final  value 876.238519 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 882.007471 
converged
final  value 878.221971 
converged
final  value 884.587606 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.795357 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 870.082098 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.489246 
converged
# weights: iter  10 value 871.747242
 9 (4 variable)
initial  value 915.144036 
iter  10 value 871.747239
final  value 871.747239 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 881.850037 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 873.869184
final  value 889.910979 
converged
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 876.707282 
converged
final  value 886.404746 
converged
final  value 873.869148 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.137722 
converged
# weights:  9 (4 variable)
final  value 879.937506 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 873.865902 
converged
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.696578 
converged
initial  value 915.144036 
final  value 889.620932 
converged
final  value 876.406354 
converged
final  value 870.027240 
converged
final  value 879.962734 
converged
iter  10 value 877.593927
iter  10 value 877.593923
final  value 877.593923 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  9 ( (4 variable)
4 variable)
final  value 878.243835 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 884.191941 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 878.744249 
converged
final  value 887.569672 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 871.939910 
converged
final  value 877.289161 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.755335 
converged
# weights:  9 (4 variable)
final  value 878.514037 
converged
initial  value 915.144036 
final  value 883.705063 
converged
final  value 881.460192 
final  value 883.559839 
converged
converged
final  value 886.513154 
# weights:  9 (4 variable)
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  (4 variable)
 9 (4 variable)
final  value 876.935643 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 888.457371 
converged
# weights:  9final  value 879.634486 
converged
 (4 variable)
initial  value 915.144036 
final  value 892.688757 
converged
final  value 888.765404 
converged
# weights:  9# weights:   (94 variable)
# weights:  9 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 891.861172 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.576675 
converged
final  value 875.740742 
converged
final  value 882.052376 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.672856 
converged
# weights:  9# weights: final  value 874.544300 
 9 (4converged
 variable)
 (4 variable)
final  value 882.103710 
# weights: converged
 9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.188488 
converged
initial  value 915.144036 
final  value 889.846551 
converged
final  value 882.032444 
converged
final  value 859.163424 
converged
final  value 884.203788 
converged
final  value 886.475512 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  9 (4 variable)
 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 881.688418 
converged
iter  10 value 881.302778
final  value 879.596736 
converged
iter  10 value 881.302778
final  value 881.302778 
converged
final  value 884.824852 
converged
final  value 890.630467 
converged
final  value 888.747674 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  # weights:  99 (4 (4initial  value 915.144036 
 variable)
initial  value 915.144036 
final  value 875.576268 
converged
 variable)
initial  value 915.144036 
final  value 888.779788 
converged
final  value 875.044356 
converged
final  value 881.742569 
converged
final  value 888.824824 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.599626 
converged
initial  value 915.144036 
final  value 878.273839 
converged
iter  10 value 879.707538
iter  10 value 879.707538
final  value 879.707538 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 885.684499 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 875.078894 
converged
initial  value 915.144036 
final  value 893.140442 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
iter  10 value 875.183176
initial  value 915.144036 
initial  value 915.144036 
iter  10 value 875.183176
final  value 875.183176 
converged
final  value 888.508717 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 873.711571 
converged
final  value 888.672465 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 865.418598 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 895.094530 
converged
# weights:  9 (initial  value 915.144036 
4 variable)
initial  value 915.144036 
final  value 885.872794 
converged
final  value 879.841161 
# weights:  9converged
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 878.959077 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 896.648178 
converged
final  value 887.642726 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.377322 
converged
# weights:  9 (4 variable)
final  value 893.439051 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.556817 
converged
# weights:  9 (4 variable)
iter  10 value 872.941426
initial  value 915.144036 
iter  10 value 872.941422
final  value 872.941422 
converged
final  value 882.049703 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.701851 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 877.349694 
converged
final  value 880.510853 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 878.142727 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 878.969602 
converged
final  value 879.180155 
converged
final  value 879.598152 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.011086 
converged
final  value 887.459612 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.484506 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 878.526297 
# weights:  9 (4 variable)
converged
initial  value 915.144036 
final  value 885.478709 
converged
final  value 883.136862 
converged
final  value 884.453201 
converged
# weights:  final  value 874.475497 
9converged
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 886.097573 
converged
# weights:  initial  value 915.144036 
9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.602263 
converged
# weights: final  value 869.049244 
converged
 9 (4 variable)
final  value 889.985446 
converged
initial  value 915.144036 
final  value 880.534381 
converged
final  value 885.569980 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.612323 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 876.302523
final  value 890.514325 
converged
iter  10 value 876.302523
final  value 876.302523 
converged
final  value 868.542939 
converged
final  value 899.300314 
# weights: # weights: # weights: final  value 881.485620 
  99converged
 9 (4 variable)
converged
# weights:  ( (4 variable)
4  variable)
9 (4initial  value 915.144036 
initial  value 915.144036 
 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights: # weights:  final  value 886.670852 
 iter  10 value 880.243688
9final  value 878.698934 
converged
9converged
 (4 variable)
 (4 variable)
iter  10 value 880.243688
final  value 880.243688 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 885.346932 
converged
final  value 890.723661 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 885.245840 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.674837 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.499416 
converged
final  value 882.962627 
converged
final  value 888.032792 
converged
final  value 892.681225 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 880.731044 
converged
# weights:  9 (4 variable)
iter  10 value 874.052839
initial  value 915.144036 
# weights:  9final  value 879.993862 
converged
iter  10 value 874.052839
final  value 874.052839 
converged
 (4 variable)
final  value 872.000411 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 875.447078
# weights:  9# weights:  (4 variable)
 # weights: 9 9 ( (4 variable)
initial  value 915.144036 
initial  value 915.144036 
4 variable)
initial  value 915.144036 
final  value 886.496918 
converged
final  value 886.384643 
converged
final  value 875.447036 
converged
final  value 870.096137 
converged
final  value 882.897778 
converged
final  value 879.905189 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 880.893617 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 874.771579 
converged
final  value 870.376432 
converged
iter  10 value 877.049302
iter  10 value 877.049301
final  value 877.049301 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 875.792256 
converged
initial  value 915.144036 
final  value 868.817717 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.555089 
converged
iter  10 value 864.365665
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 884.182260 
converged
final  value 878.819844 
converged
final  value 864.365448 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.874434 
converged
final  value 882.487979 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  9 (4 variable)
initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
final  value 887.182797 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 875.323717 
converged
iter  10 value 869.976411
iter  10 value 869.976405
final  value 869.976405 
converged
# weights: final  value 893.924165 
converged
 9 (4 variable)
final  value 886.686354 
converged
initial  value 915.144036 
final  value 894.931302 
converged
# weights:  9 (4 variable)
# weights:  initial  value 915.144036 
9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.795261 
converged
final  value 875.333585 
converged
final  value 875.636738 
converged
final  value 879.417975 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 886.953890 
converged
final  value 889.865161 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 885.481942 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 879.986182 
converged
iter  10 value 878.786047
iter  10 value 878.786046
final  value 878.786046 
converged
final  value 878.933955 
converged
# weights:  9 (4 variable)
final  value 884.452529 
converged
initial  value 915.144036 
final  value 883.031504 
converged
# weights:  final  value 891.573319 
9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
converged
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 878.945568 
converged
# weights:  9final  value 882.203180 
converged
 (4 variable)
final  value 873.519316 
converged
initial  value 915.144036 
final  value 884.091930 
converged
final  value 889.408218 
converged
# weights:  # weights:  99 ( (44 variable)
 variable)
initial  value 915.144036 
final  value 892.067652 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 868.388118 
converged
final  value 883.908100 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.764914 
converged
final  value 883.954896 
converged
final  value 885.169055 
converged
# weights:  9 (4 variable)
final  value 886.179578 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 865.725153 
converged
# weights:  9 (4 variable)
final  value 857.074516 
converged
final  value 892.685800 
converged
initial  value 915.144036 
final  value 870.312701 
converged
final  value 876.167487 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.986107 
converged
# weights:  # weights: # weights:   99 ( (449 variable)
 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 880.730676 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 869.931433 
converged
final  value 874.027731 
converged
final  value 878.769738 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 873.672665 
converged
final  value 882.134290 
converged
final  value 893.042809 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
final  value 878.519979 
converged
final  value 871.508217 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.282948 
converged
final  value 885.826658 
converged
final  value 893.581002 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 887.135160 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 881.597002 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 883.286769 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.934051 
converged
final  value 887.112044 
converged
# weights:  9 (4 variable)
final  value 886.060875 
converged
initial  value 915.144036 
final  value 884.009657 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 892.539389 
converged
# weights:  9 (4iter  10 value 869.338086
 variable)
initial  value 915.144036 
# weights:  iter  10 value 869.338084
final  value 869.338084 
converged
9 (4 variable)
initial  value 915.144036 
final  value 890.993719 
converged
final  value 883.954030 
converged
final  value 875.182270 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.962740 
converged
# weights:  9 (4# weights:  variable)
 9 (4 variable)
initial  value 915.144036 
# weights: initial  value 915.144036 
 9 (4 variable)
initial  value 915.144036 
final  value 888.538299 
converged
final  value 873.392555 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.655562 
converged
final  value 872.136149 
converged
final  value 886.131094 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 881.658227 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 881.465926
final  value 888.329617 
converged
iter  10 value 881.465926
final  value 881.465926 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 889.938957 
converged
final  value 881.788280 
converged
final  value 872.994116 
converged
final  value 881.440996 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.488339 
converged
final  value 891.435578 
converged
final  value 889.836115 
converged
final  value 891.349695 
converged
final  value 881.221545 
converged
# weights:  9# weights:  (4 variable)
final  value 886.976679 
converged
 9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 879.122676 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 874.869905 
converged
final  value 890.738524 
converged
final  value 895.338338 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 895.320300 
converged
final  value 890.420533 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 890.769489 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 876.941135 
converged
final  value 889.235737 
converged
final  value 894.067259 
converged
# weights:  9 (4 variable)
final  value 888.253200 
converged
initial  value 915.144036 
final  value 886.925649 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 881.747495 
converged
# weights:  9# weights:   (4 variable)
9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 892.016442 
converged
iter  10 value 877.938268
final  value 879.322695 
converged
iter  10 value 877.938268
final  value 877.938268 
converged
final  value 875.379482 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.229560 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 899.020464 
converged
# weights: initial  value 915.144036 
initial  value 915.144036 
 9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.185825 
converged
final  value 894.779944 
converged
final  value 886.343064 
# weights: converged
 9 (4 variable)
final  value 876.743728 
converged
initial  value 915.144036 
final  value 890.073302 
converged
# weights:  9 (4 variable)
iter  10 value 868.956835
initial  value 915.144036 
iter  10 value 868.956835
final  value 868.956835 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 877.772195 
final  value 888.701794 
converged
converged
final  value 885.917953 
converged
iter  10 value 875.224488
final  value 896.352044 
converged
# weights:  9 (4 variable)
iter  10 value 875.224487
final  value 875.224487 
converged
initial  value 915.144036 
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 880.550516 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  ( 49 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 875.852074 
converged
final  value 883.657335 
converged
# weights:  9 (4 variable)
final  value 868.954599 
converged
initial  value 915.144036 
final  value 891.504220 
converged
final  value 880.013194 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
iter  10 value 878.368329
initial  value 915.144036 
iter  10 value 878.368329
final  value 878.368329 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 880.130462 
converged
final  value 872.112929 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 874.748526 
converged
final  value 890.349259 
converged
final  value 898.102387 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 887.604735 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 876.271531 
converged
initial  value 915.144036 
final  value 898.165855 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 891.966991 
converged
final  value 880.453832 
converged
# weights:  9final  value 878.379627 
converged
 (4 variable)
initial  value 915.144036 
# weights: final  value 896.993381 
converged
 9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  final  value 881.604951 
9converged
 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.174738 
converged
final  value 879.087590 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.626629 
converged
final  value 877.424540 
converged
final  value 872.476252 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  (4 variable)
 9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 874.254700 
converged
final  value 883.687585 
converged
final  value 892.666193 
converged
iter  10 value 872.710419
iter  10 value 872.710419
final  value 872.710419 
converged
final  value 888.206499 
converged
final  value 887.935349 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights: # weights:   99 ( (44 variable)
 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 888.404188 
converged
final  value 890.531769 
converged
iter  10 value 893.584721
iter  10 value 893.584721
final  value 893.584721 
converged
final  value 878.527695 
converged
final  value 877.058889 
converged
final  value 879.265601 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 881.828805 
converged
final  value 880.480329 
converged
iter  10 value 863.599009
iter  10 value 863.599009
final  value 863.599009 
converged
final  value 884.642989 
converged
final  value 889.293155 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 881.308065 
converged
final  value 880.506254 
converged
iter  10 value 895.081574
final  value 883.765304 
converged
final  value 885.737621 
converged
iter  10 value 895.081574
final  value 895.081574 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 877.905051 
converged
# weights:  9 (4 variable)
final  value 890.682063 
converged
initial  value 915.144036 
final  value 892.709176 
converged
final  value 875.734766 
converged
# weights:  9 (4 variable)
# weights:  initial  value 915.144036 
9 (4 variable)
initial  value 915.144036 
final  value 895.114781 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 877.408879 
converged
final  value 881.323661 
converged
# weights:  9 (4 variable)
final  value 883.885774 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.909789 
converged
# weights:  9 (4 variable)
final  value 895.913737 
converged
initial  value 915.144036 
final  value 889.433289 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 885.363835 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 877.848138 
converged
final  value 873.051805 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 890.331143
iter  10 value 890.331143
final  value 890.331143 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9initial  value 915.144036 
 (4 variable)
initial  value 915.144036 
final  value 873.435305 
converged
# weights: final  value 893.890752 
converged
 9 (4 variable)
initial  value 915.144036 
iter  10 value 877.074310
iter  10 value 877.074310
final  value 877.074310 
converged
final  value 880.767440 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 875.176751 
converged
# weights:  9# weights:  9 (4 ( variable)
final  value 880.605419 
converged
4 variable)
initial  value 915.144036 
final  value 876.208940 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
iter  10 value 884.271758
final  value 877.437472 
converged
iter  10 value 895.041842
iter  10 value 884.271757
final  value 884.271757 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
iter  10 value 895.041842
final  value 895.041842 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 888.900846 
converged
# weights:  # weights: 9 9 (4 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 878.146436 
converged
# weights:  9 (4 variable)
final  value 869.258511 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 860.721161 
converged
final  value 882.736530 
converged
final  value 874.687329 
converged
final  value 889.444983 
converged
# weights:  9# weights:  ( 9 (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9final  value 890.682909 
converged
 (# weights: 4  variable)
# weights: initial  value 915.144036 
9 9 (4final  value 888.904124 
converged
 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 876.223247 
converged
initial  value 915.144036 
initial  value 915.144036 
final  value 879.497463 
converged
final  value 869.333872 
converged
final  value 879.249752 
converged
iter  10 value 878.510687
iter  10 value 878.510687
final  value 878.510687 
converged
iter  10 value 877.794040
# weights: iter  10 value 877.794039
final  value 877.794039 
 converged
9# weights:  ( 94# weights: # weights:  variable)
 (  499 variable)
 ( (4 variable)
4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9final  value 872.551622 
converged
 (4 variable)
iter  10 value 872.199064
final  value 881.787024 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 890.474941 
converged
iter  10 value 872.199060
final  value 872.199060 
converged
initial  value 915.144036 
final  value 887.650810 
converged
# weights:  9 (4 variable)
# weights:  final  value 878.210198 
# weights: 9initial  value 915.144036 
converged
  (94 variable)
 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 880.575015 
converged
# weights:  final  value 881.931471 
9converged
initial  value 915.144036 
 (final  value 884.382681 
4 variable)
converged
initial  value 915.144036 
final  value 884.183181 
converged
iter  10 value 859.336195
iter  10 value 859.336192
final  value 859.336192 
converged
# weights:  9 (4 variable)
# weights:  9# weights:  initial  value 915.144036 
 (# weights: 9 49final  value 890.544139 
 variable)
converged
 ( (44 variable)
 variable)
initial  value 915.144036 
initial  value 915.144036 
initial  value 915.144036 
final  value 888.289588 
converged
final  value 892.210258 
converged
# weights:  9 (4# weights:  variable)
 9 (final  value 865.167161 
converged
4 variable)
initial  value 915.144036 
initial  value 915.144036 
final  value 881.515432 
converged
# weights:  9 (4 variable)
# weights:  9final  value 896.992896 
converged
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 882.956353 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 883.490306 
converged
final  value 891.224471 
converged
final  value 885.982584 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 888.171953 
converged
# weights:  9 (4 variable)
final  value 888.222791 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 881.430640 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 869.094054 
converged
initial  value 915.144036 
final  value 881.047356 
converged
final  value 887.729200 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 873.517228 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 886.758941 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 883.374560 
converged
initial  value 915.144036 
final  value 873.952562 
converged
final  value 881.532889 
converged
final  value 884.273322 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 892.561706 
converged
initial  value 915.144036 
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9 (4 variable)
final  value 881.536895 
converged
initial  value 915.144036 
final  value 886.758485 
converged
iter  10 value 879.823836
final  value 893.550779 
converged
iter  10 value 879.823833
final  value 879.823833 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
# weights:  9# weights:  ( 49 variable)
 (4 variable)
initial  value 915.144036 
initial  value 915.144036 
# weights:  9final  value 886.313054 
 (4 variable)
converged
initial  value 915.144036 
final  value 870.095980 
converged
iter  10 value 874.796982
final  value 882.381439 
converged
iter  10 value 874.796982
final  value 874.796982 
converged
# weights:  9 (4 variable)
initial  value 915.144036 
final  value 884.661180 
converged

> predicted_probs_main_1 <- do.call(rbind, lapply(boots_main, predict,
+   newdata = data.table(order = "Electability Elicited Last"), type = "probs"))

> predicted_probs_main_1 <- as.data.table(predicted_probs_main_1)

> predicted_probs_main_1[, `:=`(order = "Electability Elicited Last", b = 1:1000)]

> predicted_probs_main_0 <- do.call(rbind, lapply(boots_main, predict,
+   newdata = data.table(order = "Preferences Elicited Last"), type = "probs"))

> predicted_probs_main_0 <- as.data.table(predicted_probs_main_0)

> predicted_probs_main_0[, `:=`(order = "Preferences Elicited Last", b = 1:1000)]

> type_distributions_main <- rbind(
+   predicted_probs_main_1[, .(
+     treat = 1,
+     Preferences = median(preferences),
+     Electability = median(electability),
+     `Expected Utility` = median(expected_utility)
+   ), b],
+   predicted_probs_main_0[, .(
+     treat = 0,
+     Preferences = median(preferences),
+     Electability = median(electability),
+     `Expected Utility` = median(expected_utility)
+   ), b])

> # full dataset ----
> data_full <- respondent_data

> model_full <- multinom(type2 ~ order, data = data_full)
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.609445 
converged

> boot <- function(i) {
+   multinom(type2 ~ order, data = data_full[sample(.N, .N, replace = TRUE)])
+ }

> boots_full <- mclapply(1:1000, boot, mc.cores = 6)
# weights:  9 (4 variable)
# weights:  9# weights:  (4 variable)
 9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9initial  value 1330.419482 
 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1311.403472 
converged
initial  value 1330.419482 
final  value 1313.675190 
converged
final  value 1311.730816 
converged
final  value 1305.006868 
converged
final  value 1313.829676 
converged
final  value 1311.799939 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.329039 
converged
# weights:  9final  value 1315.015523 
converged
 (4 variable)
final  value 1312.780886 
converged
initial  value 1330.419482 
final  value 1317.342029 
converged
final  value 1306.353259 
converged
# weights:  9 (4 variable)
final  value 1309.901513 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.987376 
converged
final  value 1316.816915 
converged
final  value 1311.923882 
converged
# weights:  9final  value 1314.008435 
 (4 variable)
converged
initial  value 1330.419482 
final  value 1312.059910 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1315.810260 
converged
initial  value 1330.419482 
final  value 1312.299685 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.473774 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
iter  10 value 1291.170459
iter  10 value 1291.170459
final  value 1291.170459 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.023179 
converged
initial  value 1330.419482 
final  value 1313.118704 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1302.715853 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.610417 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9final  value 1315.039125 
 (4 variable)
converged
# weights:  9 (4 variable)
final  value 1306.239338 
converged
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1305.310550 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.173420 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1315.008957 
converged
final  value 1317.222328 
converged
final  value 1315.475655 
converged
final  value 1313.017419 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 1308.354628 
converged
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.340347 
converged
final  value 1315.901034 
converged
final  value 1314.115981 
converged
final  value 1307.236858 
converged
final  value 1317.266764 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.102540 
converged
# weights:  9 (4 variable)
final  value 1311.267115 
converged
initial  value 1330.419482 
final  value 1318.370330 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.196872 
converged
final  value 1298.395646 
converged
final  value 1310.072362 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.918835 
# weights: converged
# weights:   9 (4 variable)
final  value 1306.916249 
converged
initial  value 1330.419482 
final  value 1312.486915 
converged
9 (4 variable)
initial  value 1330.419482 
final  value 1305.622160 
converged
final  value 1316.334391 
converged
final  value 1318.342679 
converged
# weights:  # weights: 9# weights:  (  949 variable)
 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1322.026356 
converged
# weights:  9 (4# weights:  9 variable)
 (4 variable)
final  value 1312.996496 
converged
final  value 1306.995701 
converged
initial  value 1330.419482 
final  value 1315.004329 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.599191 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1305.122492 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.274695 
converged
final  value 1316.161468 
converged
final  value 1314.535710 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 1300.395966 
converged
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.585726 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
final  value 1316.844045 
converged
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1299.246678 
converged
final  value 1316.013988 
converged
final  value 1298.671642 
converged
final  value 1319.861845 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.824876 
converged
# weights:  9 (4 variable)
final  value 1312.439072 
converged
# weights:  initial  value 1330.419482 
9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1299.522059 
converged
final  value 1317.380358 
converged
final  value 1320.718443 
converged
# weights:  9 (4 variable)
final  value 1320.615727 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.721201 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
final  value 1306.344668 
converged
initial  value 1330.419482 
final  value 1317.104121 
converged
final  value 1317.499465 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.749538 
converged
final  value 1305.776791 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1316.065539 
converged
final  value 1317.522144 
converged
final  value 1318.379763 
converged
final  value 1303.977885 
converged
final  value 1323.528994 
converged
final  value 1319.492503 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  9 (# weights:  94 variable)
 ( (44 variable)
 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1301.304868 
converged
final  value 1312.686401 
converged
final  value 1310.884832 
converged
final  value 1309.079837 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1306.996247 
converged
initial  value 1330.419482 
final  value 1315.542831 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.512455 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
final  value 1317.100955 
converged
initial  value 1330.419482 
# weights:  9final  value 1319.543456 
converged
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.848795 
converged
final  value 1309.770197 
converged
# weights:  9final  value 1318.006233 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1291.739731 
converged
final  value 1302.808779 
converged
final  value 1308.867898 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1305.532882 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1302.730083 
converged
final  value 1313.965187 
converged
final  value 1307.556547 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.847266 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1304.572393 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1301.887955 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.849108 
converged
final  value 1314.511132 
converged
# weights:  9 (4 variable)
final  value 1300.735978 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.951052 
converged
final  value 1315.901802 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.500198 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.757343 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.011330 
converged
final  value 1303.379355 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1300.366489 
converged
final  value 1320.354365 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1319.460031 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.464679 
converged
final  value 1301.759464 
converged
final  value 1311.508988 
converged
final  value 1302.235865 
converged
# weights:  9 (4 variable)
final  value 1315.538270 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  # weights:  99 (# weights: 4 variable)
  (94 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1313.521064 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.346605 
converged
final  value 1310.726743 
converged
final  value 1313.098536 
converged
final  value 1305.801623 
converged
# weights:  9 (4 variable)
final  value 1302.927340 
converged
initial  value 1330.419482 
# weights: # weights:  9 9# weights:   (9 (4 variable)
 (4 variable)
4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1323.765894 
converged
initial  value 1330.419482 
final  value 1311.306869 
converged
final  value 1305.952781 
converged
final  value 1313.807569 
converged
final  value 1308.986051 
converged
final  value 1309.490542 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  (# weights:  # weights:  9final  value 1312.904643 
 converged
# weights: 4 (  variable)
9949 variable)
 ( (initial  value 1330.419482 
 (initial  value 1330.419482 
44 variable)
4# weights:  variable)
 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1316.779414 
converged
final  value 1291.138772 
converged
final  value 1309.300081 
converged
final  value 1308.913485 
converged
final  value 1309.089478 
converged
final  value 1307.733789 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.191885 
converged
final  value 1309.251690 
converged
final  value 1316.738266 
converged
final  value 1320.442148 
converged
final  value 1305.558991 
converged
final  value 1311.466320 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.783895 
converged
final  value 1313.555781 
converged
final  value 1307.156173 
converged
final  value 1311.338384 
converged
final  value 1316.306135 
converged
final  value 1303.047156 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.250708 
converged
final  value 1304.826178 
converged
final  value 1315.929522 
converged
final  value 1310.246221 
converged
final  value 1315.577035 
converged
final  value 1311.322905 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.044712 
converged
final  value 1309.717517 
converged
final  value 1311.269783 
converged
final  value 1316.219139 
converged
final  value 1302.876936 
converged
final  value 1309.022226 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1294.187498 
converged
final  value 1318.163981 
converged
final  value 1310.197281 
converged
final  value 1315.107784 
converged
final  value 1294.334077 
converged
final  value 1315.388680 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.436961 
converged
final  value 1320.575485 
converged
final  value 1319.486109 
converged
final  value 1315.442886 
converged
iter  10 value 1305.383219
iter  10 value 1305.383219
final  value 1305.383219 
converged
final  value 1316.660169 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4final  value 1317.538058 
converged
 variable)
initial  value 1330.419482 
final  value 1311.465880 
converged
final  value 1308.328569 
converged
final  value 1310.985213 
converged
final  value 1314.022606 
converged
# weights:  9 (4 variable)
final  value 1315.687868 
converged
initial  value 1330.419482 
# weights:  9# weights:  9 ( (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1324.696116 
converged
4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1316.410612 
converged
final  value 1311.034690 
converged
final  value 1318.114576 
converged
final  value 1312.314230 
converged
final  value 1319.321309 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.190238 
converged
final  value 1318.462043 
converged
final  value 1306.456976 
converged
final  value 1316.899302 
converged
final  value 1303.221694 
converged
final  value 1313.768432 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1310.385089 
converged
final  value 1309.025007 
converged
final  value 1316.951015 
converged
final  value 1317.192058 
converged
final  value 1311.828865 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.400207 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  9 (4 variable)
 (# weights: 4  variable)
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1314.095517 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.477315 
converged
final  value 1315.776609 
converged
final  value 1311.292722 
converged
final  value 1305.623229 
converged
final  value 1320.136821 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1310.118396 
converged
final  value 1302.613502 
converged
final  value 1307.875256 
converged
final  value 1314.651622 
converged
final  value 1313.214214 
converged
final  value 1311.525573 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 1330.419482 
# weights: initial  value 1330.419482 
# weights: initial  value 1330.419482 
 9 9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1315.451005 
converged
final  value 1306.185407 
converged
final  value 1314.771271 
converged
final  value 1312.853650 
converged
final  value 1313.028005 
converged
final  value 1298.767414 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1311.185133 
converged
final  value 1319.342318 
converged
final  value 1317.051053 
converged
final  value 1324.355776 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.307621 
converged
final  value 1315.346987 
converged
final  value 1314.182730 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.183437 
converged
final  value 1311.197912 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1312.522101 
converged
initial  value 1330.419482 
final  value 1317.076253 
converged
final  value 1299.534592 
converged
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9# weights:   (# weights: 94 variable)
  (94 (4 variable)
 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1304.416501 
converged
final  value 1314.951891 
converged
final  value 1317.744096 
final  value 1315.911791 
converged
converged
final  value 1311.734167 
converged
# weights:  9final  value 1302.241958 
 (# weights: 4  variable)
9converged
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  # weights:  99 (4 variable)
 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1313.835817 
converged
final  value 1311.381022 
converged
final  value 1296.423561 
converged
# weights: final  value 1295.000695 
converged
 9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1298.901496 
converged
final  value 1318.598655 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights: # weights:  9 9 (4 variable)
initial  value 1330.419482 
 (4 variable)
# weights:  9final  value 1313.120277 
 (4 variable)
converged
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1316.556848 
converged
final  value 1318.668766 
converged
final  value 1312.605730 
converged
# weights:  # weights: 9 9 (4 (4final  value 1299.066430 
converged
 variable)
 variable)
final  value 1302.755850 
converged
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9iter  10 value 1291.217518
 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
iter  10 value 1291.217518
final  value 1291.217518 
final  value 1309.606830 
initial  value 1330.419482 
converged
converged
final  value 1308.937196 
converged
final  value 1311.122929 
converged
final  value 1317.831580 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9final  value 1315.669923 
converged
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1319.676290 
converged
final  value 1316.332124 
converged
initial  value 1330.419482 
final  value 1312.954698 
converged
# weights:  9final  value 1305.751859 
converged
 (4 variable)
final  value 1308.926643 
converged
# weights:  initial  value 1330.419482 
9 (final  value 1317.773393 
converged
4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1318.991006 
# weights:  9final  value 1313.955576 
converged
converged
 (4 variable)
initial  value 1330.419482 
final  value 1309.764183 
converged
final  value 1300.065419 
converged
final  value 1314.611714 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1307.983139 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.365696 
converged
final  value 1305.927947 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1320.930572 
converged
final  value 1317.494303 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.361394 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1320.924010 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.238363 
converged
final  value 1300.079312 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.843329 
converged
final  value 1313.904506 
converged
final  value 1313.040608 
converged
# weights:  9# weights:  9 ( (44 variable)
 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1302.693378 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.474599 
converged
final  value 1317.224802 
converged
final  value 1311.890858 
converged
# weights:  9 (4 variable)
final  value 1310.004339 
converged
initial  value 1330.419482 
final  value 1309.499282 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.797284 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1301.244480 
converged
final  value 1313.182360 
converged
final  value 1307.622923 
converged
final  value 1316.621571 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.634119 
converged
# weights:  9# weights:  ( 49 variable)
 (4 variable)
# weights:  9initial  value 1330.419482 
# weights: initial  value 1330.419482 
 ( 49 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1314.263711 
converged
# weights:  9final  value 1309.904432 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1316.619129 
converged
final  value 1316.471559 
converged
final  value 1305.115144 
converged
final  value 1313.361001 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.616290 
converged
initial  value 1330.419482 
final  value 1319.049111 
converged
final  value 1311.087183 
converged
final  value 1314.954328 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.992055 
converged
final  value 1306.754933 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1321.195472 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.094477 
converged
final  value 1318.565041 
converged
final  value 1308.530932 
converged
final  value 1317.000146 
converged
final  value 1321.056957 
converged
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9final  value 1319.457006 
converged
 (4 variable)
final  value 1306.109253 
converged
initial  value 1330.419482 
final  value 1316.511875 
converged
final  value 1316.546722 
converged
final  value 1311.140523 
converged
# weights:  9 (4 variable)
final  value 1314.525582 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1307.747040 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1307.434265 
converged
final  value 1310.420746 
converged
final  value 1306.949441 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.993474 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.644408 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
final  value 1314.605404 
converged
final  value 1312.968868 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.652141 
converged
final  value 1324.170524 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1310.991097 
converged
initial  value 1330.419482 
final  value 1306.177832 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1301.184665 
converged
final  value 1303.888810 
converged
final  value 1308.118226 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1314.204800 
converged
initial  value 1330.419482 
final  value 1318.681813 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9final  value 1314.005856 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1306.862491 
converged
# weights:  9# weights:   (94 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1295.774029 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.211359 
converged
initial  value 1330.419482 
final  value 1304.953593 
converged
final  value 1312.982041 
converged
# weights:  9final  value 1322.296424 
converged
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1312.474919 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1315.355305 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.811277 
converged
final  value 1304.507381 
converged
# weights:  9 (4 variable)
final  value 1316.178780 
converged
final  value 1310.202425 
converged
initial  value 1330.419482 
final  value 1291.409271 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1305.127848 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.778644 
converged
final  value 1302.895356 
converged
final  value 1303.072392 
converged
# weights:  9 (4 variable)
final  value 1316.018923 
converged
final  value 1307.409484 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9final  value 1311.206242 
# weights: converged
  (94 (4 variable)
 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1310.454344 
converged
final  value 1314.710819 
converged
final  value 1302.577882 
converged
final  value 1312.903716 
converged
final  value 1303.902195 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1303.227530 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1312.665109 
converged
final  value 1314.717431 
converged
final  value 1319.959356 
converged
final  value 1317.754380 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1315.540493 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1312.927500 
converged
# weights:  9 (4 variable)
final  value 1309.834823 
initial  value 1330.419482 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1300.338242 
converged
initial  value 1330.419482 
final  value 1308.162400 
converged
final  value 1294.025501 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1320.568781 
converged
# weights:  9# weights:  9# weights:   (4 variable)
9 (4 variable)
 (4 variable)
initial  value 1330.419482 
# weights:  9initial  value 1330.419482 
final  value 1304.878069 
converged
 (initial  value 1330.419482 
4 variable)
final  value 1314.614072 
converged
initial  value 1330.419482 
final  value 1315.082489 
converged
final  value 1315.822395 
converged
final  value 1322.953149 
converged
final  value 1317.978127 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1317.215864 
converged
final  value 1307.991229 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1320.463798 
converged
initial  value 1330.419482 
final  value 1317.602026 
converged
final  value 1304.394044 
converged
final  value 1310.533644 
converged
final  value 1315.357011 
converged
final  value 1318.203635 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1308.790996 
converged
final  value 1305.128664 
converged
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
final  value 1309.002898 
converged
final  value 1311.499830 
converged
final  value 1315.054777 
converged
final  value 1312.031333 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1319.278313 
converged
final  value 1311.457600 
converged
final  value 1311.637042 
converged
final  value 1304.527007 
converged
final  value 1311.253115 
converged
final  value 1319.764428 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.224589 
converged
final  value 1314.328231 
converged
final  value 1315.745262 
converged
final  value 1293.935934 
converged
final  value 1324.154916 
converged
final  value 1304.108114 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.825550 
converged
final  value 1315.695740 
converged
final  value 1307.541877 
converged
final  value 1304.090452 
converged
final  value 1311.309638 
converged
final  value 1309.828041 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.560203 
converged
final  value 1305.823545 
converged
final  value 1295.055765 
converged
final  value 1315.820176 
converged
final  value 1308.533616 
converged
final  value 1305.371814 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1312.295218 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.589330 
converged
# weights: final  value 1313.321403 
converged
 9 (4 variable)
initial  value 1330.419482 
final  value 1309.847017 
converged
final  value 1304.074589 
converged
final  value 1306.702819 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1320.256203 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.410464 
converged
final  value 1310.621204 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.551288 
converged
# weights:  9final  value 1314.612212 
 (converged
4 variable)
initial  value 1330.419482 
final  value 1310.457250 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.974248 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.094159 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.763315 
converged
final  value 1312.963210 
converged
# weights:  9 (4 variable)
final  value 1304.005871 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1301.368249 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.937410 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.992264 
converged
final  value 1322.799212 
converged
final  value 1300.975928 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1323.122677 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 1316.913982 
converged
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1316.935847 
converged
final  value 1311.474087 
converged
final  value 1313.316272 
converged
final  value 1315.959481 
converged
final  value 1301.098333 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1302.064024 
converged
final  value 1312.589963 
converged
final  value 1311.774264 
converged
final  value 1301.356681 
converged
final  value 1305.142350 
converged
final  value 1312.147207 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.428706 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.224404 
converged
final  value 1309.659184 
converged
final  value 1307.609033 
converged
final  value 1318.680405 
converged
final  value 1309.082350 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.665080 
converged
# weights:  9 (4 variable)
final  value 1308.065838 
converged
initial  value 1330.419482 
final  value 1314.845847 
converged
final  value 1319.375619 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.015059 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.565281 
converged
final  value 1309.625571 
converged
final  value 1317.371068 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.292958 
converged
final  value 1309.744907 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.001077 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.966925 
converged
final  value 1309.806645 
converged
final  value 1318.271813 
converged
final  value 1309.102184 
converged
# weights:  final  value 1313.986294 
converged
9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.968536 
converged
final  value 1300.918228 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.660600 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1314.750853 
converged
initial  value 1330.419482 
final  value 1304.488286 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1321.499858 
converged
final  value 1317.278862 
converged
final  value 1315.202272 
converged
final  value 1308.750808 
converged
final  value 1313.877691 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1309.486429 
converged
initial  value 1330.419482 
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.714554 
converged
final  value 1319.661372 
converged
final  value 1310.647699 
converged
final  value 1306.019112 
converged
final  value 1307.700354 
converged
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.252019 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.296486 
converged
# weights:  9 (4 variable)
final  value 1306.797031 
converged
initial  value 1330.419482 
final  value 1317.554097 
converged
final  value 1314.891748 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.975670 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1303.278632 
converged
# weights:  9 (4 variable)
final  value 1313.811814 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1302.329582 
converged
final  value 1324.142202 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.378674 
converged
final  value 1308.809062 
converged
final  value 1306.898140 
converged
final  value 1303.146457 
converged
final  value 1318.526324 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.681957 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.408035 
converged
final  value 1306.970009 
converged
final  value 1319.733099 
converged
final  value 1314.176793 
converged
final  value 1306.044125 
converged
# weights:  9 (4 variable)
final  value 1309.201008 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.585777 
converged
final  value 1306.077205 
converged
final  value 1314.717261 
converged
final  value 1313.388914 
converged
final  value 1306.074879 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.578961 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.325983 
converged
final  value 1305.611854 
converged
# weights:  9 (4 variable)
final  value 1313.483942 
converged
initial  value 1330.419482 
final  value 1312.227264 
converged
final  value 1321.717170 
converged
final  value 1318.982823 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.193834 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.292182 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.690009 
converged
final  value 1310.453342 
converged
final  value 1322.742384 
converged
# weights:  9 (4 variable)
# weights:  9 (4initial  value 1330.419482 
final  value 1311.724226 
converged
final  value 1312.901201 
 variable)
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.430985 
converged
final  value 1316.947363 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1321.813000 
converged
# weights:  9 (4 variable)
final  value 1303.471775 
converged
final  value 1312.284951 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.468176 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.877905 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.530682 
converged
final  value 1311.649109 
converged
final  value 1313.088843 
converged
final  value 1306.184890 
converged
final  value 1302.660628 
converged
# weights:  9 (4 variable)
final  value 1313.985753 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.286464 
converged
final  value 1306.942193 
converged
final  value 1306.985460 
converged
final  value 1304.871247 
converged
final  value 1307.273660 
converged
final  value 1315.310311 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9# weights:  9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1306.375255 
converged
final  value 1313.135208 
converged
final  value 1317.281493 
converged
final  value 1316.334853 
converged
final  value 1315.958559 
converged
final  value 1307.214030 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1309.498568 
converged
final  value 1302.022378 
converged
final  value 1303.984518 
converged
final  value 1310.560764 
converged
final  value 1320.447581 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.598292 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9final  value 1319.469983 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1308.756817 
converged
final  value 1321.544445 
converged
final  value 1294.912644 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.508832 
converged
final  value 1298.315149 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1302.370236 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1311.425582 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1299.952772 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.717054 
converged
final  value 1309.238567 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.256764 
converged
final  value 1312.478437 
converged
final  value 1317.912808 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.631177 
converged
initial  value 1330.419482 
final  value 1302.208191 
converged
# weights:  9 (4 variable)
final  value 1312.097414 
converged
# weights:  9final  value 1315.216278 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1305.149966 
converged
final  value 1312.270452 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1322.476012 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.575875 
converged
# weights:  9final  value 1301.079250 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1309.151620 
converged
# weights:  9 (4 variable)
final  value 1311.916526 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.573276 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.764155 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.284193 
converged
final  value 1318.784427 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.937075 
converged
final  value 1320.091081 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  final  value 1309.678765 
converged
9 (4 variable)
initial  value 1330.419482 
final  value 1317.938849 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.064743 
converged
final  value 1311.869509 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.196421 
converged
final  value 1320.173691 
converged
# weights:  9# weights:  9 (# weights: 4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
 9 (4 variable)
initial  value 1330.419482 
final  value 1300.553840 
converged
final  value 1318.792531 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1311.232522 
converged
final  value 1312.758423 
converged
final  value 1315.417456 
converged
final  value 1315.978103 
converged
# weights:  9final  value 1308.856053 
converged
 (4 variable)
initial  value 1330.419482 
# weights:  # weights: 9 9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1308.903366 
converged
initial  value 1330.419482 
final  value 1304.967943 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.976594 
converged
# weights:  9 (4 variable)
final  value 1317.926479 
converged
final  value 1307.579507 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9final  value 1318.202615 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.214844 
converged
final  value 1303.211249 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1316.283754 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.281877 
converged
final  value 1298.742731 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.611322 
converged
final  value 1320.243135 
converged
final  value 1318.893282 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1301.527730 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.409093 
converged
final  value 1316.865809 
converged
final  value 1315.027750 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 1316.567315 
converged
final  value 1313.815390 
converged
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.288148 
converged
# weights:  9 (4 variable)
final  value 1313.595656 
converged
initial  value 1330.419482 
final  value 1309.471015 
converged
final  value 1309.967510 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1314.421470 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.143365 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.498524 
converged
final  value 1310.428021 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.093648 
converged
final  value 1307.107280 
converged
final  value 1307.388889 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.246643 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.658932 
converged
final  value 1308.672326 
converged
final  value 1308.348541 
converged
final  value 1310.350189 
converged
final  value 1323.658108 
converged
# weights:  9 (4 variable)
final  value 1310.712330 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.015828 
converged
final  value 1304.661060 
converged
final  value 1308.446136 
converged
final  value 1320.203919 
converged
final  value 1303.169980 
converged
# weights:  # weights:  99 (4 variable)
 (4 variable)
final  value 1311.674712 
converged
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
final  value 1309.685441 
converged
final  value 1313.349500 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.743307 
converged
final  value 1314.707666 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.790630 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1311.745852 
converged
initial  value 1330.419482 
final  value 1320.105683 
converged
# weights:  9 (# weights: 4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1297.490394 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.701130 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.668241 
converged
final  value 1307.148649 
converged
final  value 1317.256170 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.089483 
converged
# weights:  9final  value 1313.287587 
converged
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.631467 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.270050 
converged
final  value 1315.181458 
converged
# weights:  9 (4 variable)
final  value 1316.920145 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1324.185210 
converged
final  value 1308.211236 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1309.553656 
converged
initial  value 1330.419482 
final  value 1311.733455 
converged
final  value 1323.493352 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1322.167518 
converged
final  value 1313.166782 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.511591 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.066488 
converged
final  value 1319.106627 
converged
final  value 1314.894989 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1295.905464 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.593177 
converged
final  value 1308.905524 
converged
final  value 1304.493702 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1321.349775 
converged
iter  10 value 1306.049225
iter  10 value 1306.049225
final  value 1306.049225 
converged
final  value 1322.809864 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.239413 
converged
final  value 1302.364845 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.895374 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1294.557654 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 1313.867765 
converged
initial  value 1330.419482 
final  value 1313.149300 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.741068 
converged
final  value 1306.748009 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1315.159834 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.097480 
converged
final  value 1307.171340 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.270283 
converged
initial  value 1330.419482 
final  value 1315.338248 
converged
final  value 1309.428317 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.815082 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.505140 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1302.104963 
converged
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1288.276768 
converged
# weights:  9 (4 variable)
final  value 1306.258327 
converged
initial  value 1330.419482 
final  value 1317.985848 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1312.197350 
converged
final  value 1314.155613 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9final  value 1309.170574 
 (converged
4 variable)
final  value 1313.908947 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1304.969080 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.080861 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.550051 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.232932 
converged
final  value 1313.552699 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1314.220367 
converged
# weights:  9final  value 1315.943262 
converged
 (4 variable)
initial  value 1330.419482 
final  value 1317.855572 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1308.298828 
converged
initial  value 1330.419482 
final  value 1310.874842 
converged
# weights:  9 (4 variable)
final  value 1306.938495 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1309.433552 
converged
final  value 1322.180284 
converged
final  value 1313.717604 
converged
final  value 1312.493902 
converged
final  value 1313.023565 
converged
# weights:  9 (4 variable)
final  value 1306.395166 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  # weights: 9 9 (4 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.852196 
converged
final  value 1314.948097 
converged
final  value 1313.219861 
converged
final  value 1311.563881 
converged
final  value 1321.814675 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.623833 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.187445 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1301.926549 
converged
# weights:  9final  value 1319.220127 
converged
final  value 1314.229838 
converged
 (4 variable)
final  value 1302.959638 
converged
initial  value 1330.419482 
final  value 1296.020517 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  9 ( (4 variable)
4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1314.645575 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.371573 
converged
final  value 1313.943234 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.596206 
converged
final  value 1292.780371 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.751028 
converged
final  value 1311.742588 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1303.109769 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.204489 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1314.379432 
converged
final  value 1309.897169 
converged
initial  value 1330.419482 
final  value 1310.777627 
converged
final  value 1309.164805 
converged
final  value 1309.919732 
converged
# weights:  9 (4 variable)
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1311.254186 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.890826 
converged
# weights:  9 (4 variable)
final  value 1309.019263 
converged
initial  value 1330.419482 
final  value 1300.960845 
converged
# weights:  9 (4 variable)
final  value 1314.153387 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.771196 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.795653 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1309.516817 
converged
final  value 1308.264867 
converged
final  value 1296.835252 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1299.440407 
converged
final  value 1313.466010 
converged
final  value 1318.923885 
converged
final  value 1313.574515 
converged
# weights:  final  value 1310.790158 
9converged
 (4 variable)
initial  value 1330.419482 
# weights:  9final  value 1305.754537 
 (converged
4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.075881 
converged
final  value 1319.880949 
converged
final  value 1301.269846 
converged
final  value 1296.506231 
converged
final  value 1310.906827 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1301.035556 
converged
# weights:  9 (4 variable)
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1308.515532 
converged
final  value 1308.554159 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.015698 
converged
final  value 1314.030198 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.876561 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1302.062827 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.684864 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.702785 
converged
final  value 1300.597578 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.907389 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.115684 
converged
final  value 1313.249458 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1300.775379 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.557534 
converged
final  value 1311.287555 
converged
final  value 1320.927325 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.010325 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  # weights:  9 (4 variable)
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1315.585230 
converged
final  value 1316.860493 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.553904 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1308.905761 
converged
initial  value 1330.419482 
final  value 1313.514108 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1311.704567 
converged
final  value 1313.156122 
converged
final  value 1310.401070 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.254718 
converged
final  value 1309.256500 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.739982 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
final  value 1307.590981 
converged
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.626105 
converged
final  value 1315.504528 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1308.653731 
converged
final  value 1312.223962 
converged
final  value 1313.829755 
converged
final  value 1307.288570 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
final  value 1314.823767 
converged
# weights:  9 (4 variable)
final  value 1317.071061 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9final  value 1319.906266 
converged
 (4 variable)
final  value 1312.201866 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.426614 
converged
final  value 1309.339825 
converged
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1316.083836 
converged
# weights:  9 (4 variable)
final  value 1306.272023 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1317.246064 
converged
final  value 1302.139393 
converged
initial  value 1330.419482 
final  value 1306.938771 
converged
final  value 1316.152808 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.866930 
converged
final  value 1310.825212 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
final  value 1322.632585 
converged
final  value 1319.579026 
converged
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1312.513542 
converged
final  value 1312.231483 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1308.152762 
converged
initial  value 1330.419482 
final  value 1304.173880 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.329281 
converged
final  value 1320.675775 
converged
final  value 1317.969586 
converged
# weights:  # weights: 9 9 (4 ( variable)
4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1309.993682 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1317.668743 
converged
final  value 1298.481186 
converged
# weights:  9 (4 variable)
final  value 1316.536569 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.969211 
converged
final  value 1313.905090 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1307.694288 
converged
final  value 1315.652013 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1307.986581 
converged
final  value 1317.473613 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.516510 
converged
final  value 1325.110541 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.191174 
converged
final  value 1304.805089 
converged
final  value 1308.271508 
converged
final  value 1314.501017 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1316.064554 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1320.237911 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1316.169729 
converged
final  value 1312.386117 
converged
final  value 1311.501434 
converged
final  value 1302.936700 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1306.123781 
converged
initial  value 1330.419482 
final  value 1310.310760 
converged
final  value 1312.642709 
converged
# weights:  9 (4 variable)
final  value 1316.855505 
converged
initial  value 1330.419482 
final  value 1304.642976 
converged
final  value 1309.217615 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.312231 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.864191 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.913282 
converged
final  value 1317.727351 
converged
final  value 1305.373141 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.862991 
converged
# weights:  9 (4 variable)
# weights:  final  value 1318.676585 
converged
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1319.450458 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.630041 
converged
final  value 1309.855074 
converged
final  value 1309.697883 
converged
# weights:  9final  value 1301.155027 
converged
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.684062 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1310.182935 
converged
final  value 1317.130655 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.773640 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.919222 
converged
final  value 1314.886055 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1303.849555 
converged
# weights:  9# weights:  ( 4 variable)
9 (4 variable)
final  value 1317.368470 
converged
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1316.806695 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1308.779984 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.837564 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.167509 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.449136 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1307.420899 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.455336 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1303.885126 
converged
initial  value 1330.419482 
final  value 1309.547422 
converged
final  value 1303.111359 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1321.894496 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1313.260959 
converged
initial  value 1330.419482 
final  value 1304.552209 
converged
final  value 1313.498298 
converged
final  value 1313.322095 
converged
final  value 1313.342136 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.959891 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.491587 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1318.995717 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.911800 
converged
final  value 1316.309919 
converged
final  value 1311.584048 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1297.832034 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1314.067434 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.917828 
converged
final  value 1301.813357 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.288066 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.224296 
converged
# weights:  9 (4 variable)
final  value 1307.313680 
converged
initial  value 1330.419482 
final  value 1307.922834 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1304.722705 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.391357 
converged
final  value 1306.514716 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1312.101595 
converged
final  value 1308.170758 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.174029 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1307.480366 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1303.190024 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.263163 
converged
final  value 1302.522823 
converged
# weights:  9 (4 variable)
final  value 1306.937105 
converged
initial  value 1330.419482 
final  value 1319.130378 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
final  value 1312.357383 
converged
final  value 1316.370543 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1314.905489 
converged
final  value 1322.190962 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1304.518430 
converged
# weights: # weights:  9 (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1304.965477 
converged
final  value 1307.427857 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1304.782357 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1308.325773 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.365079 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
final  value 1313.981055 
converged
final  value 1306.752325 
converged
final  value 1304.568357 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.083693 
converged
final  value 1298.789475 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  # weights: 9  (4 variable)
9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1315.278903 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1312.676677 
converged
final  value 1308.648937 
converged
final  value 1310.354729 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1320.005933 
converged
# weights:  9# weights:  9 ( (4 variable)
4 variable)
final  value 1309.466819 
converged
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1311.580656 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1314.410381 
converged
# weights:  9final  value 1309.720550 
converged
 (4 variable)
final  value 1311.718915 
converged
initial  value 1330.419482 
final  value 1306.155879 
converged
final  value 1301.477758 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1305.415812 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1300.679343 
converged
final  value 1312.586089 
converged
final  value 1318.602772 
converged
# weights:  9final  value 1316.175992 
converged
 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1296.134002 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.647488 
converged
# weights:  9 (4 variable)
final  value 1303.524431 
converged
initial  value 1330.419482 
final  value 1308.413753 
converged
final  value 1311.418660 
converged
final  value 1302.803243 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1310.492835 
converged
initial  value 1330.419482 
final  value 1314.265648 
converged
final  value 1308.013897 
converged
# weights:  9 (4 variable)
final  value 1315.997773 
converged
initial  value 1330.419482 
final  value 1313.026675 
converged
final  value 1320.199388 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1313.026374 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1321.373501 
converged
final  value 1298.680305 
converged
final  value 1311.437590 
converged
final  value 1304.357698 
converged
# weights:  9 (4 variable)
final  value 1317.636580 
converged
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.659048 
converged
final  value 1319.181754 
converged
final  value 1306.322006 
converged
final  value 1306.364159 
converged
# weights:  9 (4 variable)
# weights:  9initial  value 1330.419482 
 (4 variable)
initial  value 1330.419482 
final  value 1311.274908 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1317.674162 
converged
final  value 1316.639229 
converged
final  value 1308.716037 
converged
final  value 1312.967133 
converged
# weights:  9# weights:  ( 49 variable)
 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.703522 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1311.661320 
converged
final  value 1314.615890 
converged
final  value 1313.519601 
converged
final  value 1308.769239 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1309.739942 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
final  value 1313.985029 
converged
initial  value 1330.419482 
final  value 1324.287109 
converged
# weights:  9 (4 variable)
final  value 1314.206780 
converged
initial  value 1330.419482 
final  value 1308.942691 
converged
# weights:  9# weights:  (4 variable)
 9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1319.294849 
converged
final  value 1310.233936 
converged
final  value 1318.198585 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1300.974806 
converged
final  value 1301.799111 
converged
final  value 1311.064651 
converged
# weights:  9 (4 variable)
# weights:  9 (4 variable)
initial  value 1330.419482 
initial  value 1330.419482 
final  value 1313.137328 
converged
final  value 1302.885504 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1315.328518 
converged
# weights:  9 (4 variable)
initial  value 1330.419482 
final  value 1306.351054 
converged

> predicted_probs_full_1 <- do.call(rbind, lapply(boots_full, predict,
+   newdata = data.table(order = "Electability Elicited Last"), type = "probs"))

> predicted_probs_full_1 <- as.data.table(predicted_probs_full_1)

> predicted_probs_full_1[, `:=`(order = "Electability Elicited Last", b = 1:1000)]

> predicted_probs_full_0 <- do.call(rbind, lapply(boots_full, predict,
+   newdata = data.table(order = "Preferences Elicited Last"), type = "probs"))

> predicted_probs_full_0 <- as.data.table(predicted_probs_full_0)

> predicted_probs_full_0[, `:=`(order = "Preferences Elicited Last", b = 1:1000)]

> type_distributions_full <- rbind(
+   predicted_probs_full_1[, .(
+     treat = 1,
+     Preferences = median(preferences),
+     Electability = median(electability),
+     `Expected Utility` = median(expected_utility)
+   ), b],
+   predicted_probs_full_0[, .(
+     treat = 0,
+     Preferences = median(preferences),
+     Electability = median(electability),
+     `Expected Utility` = median(expected_utility)
+   ), b])

> # ternary plot (main) ----
> gridlines_x_intercept = c(.25, .5, .75)

> fitted_thetas0 <- type_distributions_main[treat == 0,
+   cbind(Preferences, Electability, `Expected Utility`)]

> fitted_thetas1 <- type_distributions_main[treat == 1,
+   cbind(Preferences, Electability, `Expected Utility`)]

> barycentric0 <- data.table(
+   x = (fitted_thetas0[, 2] * .5 + fitted_thetas0[, 3]),
+   y = (fitted_thetas0[, 2] * .5 * sqrt(3)))

> mean_theta_values0 <- apply(fitted_thetas0, 2, mean)

> mean_thetas0 <- data.table(
+   x = mean_theta_values0[2] * .5 + mean_theta_values0[3],
+   y = mean_theta_values0[2] * .5 * sqrt(3))

> barycentric1 <- data.table(
+   x = (fitted_thetas1[, 2] * .5 + fitted_thetas1[, 3]),
+   y = (fitted_thetas1[, 2] * .5 * sqrt(3)))

> mean_theta_values1 <- apply(fitted_thetas1, 2, mean)

> mean_thetas1 <- data.table(
+   x = mean_theta_values1[2] * .5 + mean_theta_values1[3],
+   y = mean_theta_values1[2] * .5 * sqrt(3))

> r <- .05

> h1 <- .09

> h2 <- h1 * .6

> h3 <- .02

> w1 <- .25

> gsize <- .5

> g0 <- ggplot(barycentric0, aes(x, y)) +
+   geom_density2d_filled(
+     data = barycentric0,
+     aes(fill = ..level.., color = ..level..),
+     contour_var = "ndensity",
+     breaks = exp(seq(log(.025), log(.975), length.out = 70)) / exp(log(.975)),
+     n = 200) +
+   geom_density2d_filled(
+     data = barycentric1,
+     aes(fill = ..level.., color = ..level..),
+     contour_var = "ndensity",
+     breaks = exp(seq(log(.025), log(.975), length.out = 70)) / exp(log(.975)),
+     n = 200) +
+   annotate(geom = "segment", x = 0, xend = 0.5, y = 0, yend = 0.5 * sqrt(3),
+     color = "black", size = gsize) +
+   annotate(geom = "segment", x = 1, xend = 0.5, y = 0, yend = 0.5 * sqrt(3),
+     color = "black", size = gsize) +
+   annotate(geom = "segment", x = 0, xend = 1, y = 0, yend = 0,
+     color = "black", size = gsize) +
+   annotate(geom = "segment", x = .25, xend = .625, y = 0, yend = 0.6495191,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .5, xend = 0.750, y = 0, yend = 0.4330127,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .75, xend = 0.875, y = 0, yend = 0.2165064,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .25, xend = 0.125, y = 0, yend = 0.2165064,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .5, xend = 0.250, y = 0, yend = 0.4330127,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .75, xend = 0.375, y = 0, yend = 0.6495191,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = 0.125, xend = 0.875, y = 0.2165064, yend = 0.2165064,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = 0.250, xend = 0.750, y = 0.4330127, yend = 0.4330127,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = 0.375, xend = 0.625, y = 0.6495191, yend = 0.6495191,
+     color = "black", size = gsize/2) +
+   geom_point(data = mean_thetas0, color = "white", size = 2) +
+   geom_point(data = mean_thetas1, color = "black", size = 2) +
+   scale_fill_manual(values = paste0("gray", 100:31)) +#brewer.pal(9, "Greys")) +
+   scale_color_manual(values = paste0("gray", 100:31)) +#brewer.pal(9, "Greys")) +
+   theme_bw() +
+   theme(
+     axis.title = element_blank(),
+     axis.text = element_blank(),
+     axis.ticks = element_blank(),
+     axis.line = element_blank(),
+     panel.grid = element_blank(),
+     panel.border = element_blank(),
+     legend.position = "none") +
+   annotate(
+     geom = "text",
+     x = 1/2 + h1 * (0),
+     y = 0 + h1 * (-1),
+     angle = 0,
+     label = "Preferences") +
+   annotate(
+     geom = "text",
+     x = 1/4 + h1 * (-4/5),
+     y = sqrt(3)/4 + h1 * (3/5),
+     angle = 60,
+     label = "Electability") +
+   annotate(
+     geom = "text",
+     x = 3/4 + h1 * (4/5),
+     y = sqrt(3)/4 + h1 * (3/5),
+     angle = -60,
+     label = "Expected Utility") +
+   annotate(geom = "segment",
+     # origin + normal vector to axis (for text) + parallel vector to axis (for arrow)
+     x = 1/4 + h2 * (-4/5) - w1 * (1/2),
+     y = sqrt(3)/4 + h2 * (3/5) - w1 * (sqrt(3)/2),
+     xend = 1/4 + h2 * (-4/5) + w1 * (1/2),
+     yend = sqrt(3)/4 + h2 * (3/5) + w1 * (sqrt(3)/2),
+     size = .25,
+     arrow = arrow(type = "closed", angle = 15, length = unit(.125, "inches"))) +
+   annotate(geom = "segment",
+     x = 1/2 + h2 * (0) - w1 * (-1),
+     y = 0 + h2 * (-1) - w1 * (0),
+     xend = 1/2 + h2 * (0) + w1 * (-1),
+     yend = 0 + h2 * (-1) + w1 * (0),
+     size = .25,
+     arrow = arrow(type = "closed", angle = 15, length = unit(.125, "inches")))  +
+   annotate(geom = "segment",
+     x = 3/4 + h2 * (4/5) - w1 * (1/2),
+     y = sqrt(3)/4 + h2 * (3/5) - w1 * (-sqrt(3)/2),
+     xend = 3/4 + h2 * (4/5) + w1 * (1/2),
+     yend = sqrt(3)/4 + h2 * (3/5) + w1 * (-sqrt(3)/2),
+     size = .25,
+     arrow = arrow(type = "closed", angle = 15, length = unit(.125, "inches"))) +
+   annotate(
+     geom = "text",
+     x = .75 + h3 * (0),
+     y = 0 + h3 * (-1),
+     angle = 0,
+     label = "25%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = .50 + h3 * (0),
+     y = 0 + h3 * (-1),
+     angle = 0,
+     label = "50%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = .25 + h3 * (0),
+     y = 0 + h3 * (-1),
+     angle = 0,
+     label = "75%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 * .75 + h3 * (-4/5),
+     y = sqrt(3)/2 * .75 + h3 * (3/5),
+     angle = 60,
+     label = "75%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 * .5 + h3 * (-4/5),
+     y = sqrt(3)/2 * .5 + h3 * (3/5),
+     angle = 60,
+     label = "50%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 * .25 + h3 * (-4/5),
+     y = sqrt(3)/2 * .25 + h3 * (3/5),
+     angle = 60,
+     label = "25%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 + 1/2 * .75 + h3 * (4/5),
+     y = sqrt(3)/2 * .25 + h3 * (3/5),
+     angle = -60,
+     label = "75%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 + 1/2 * .5 + h3 * (4/5),
+     y = sqrt(3)/2 * .5 + h3 * (3/5),
+     angle = -60,
+     label = "50%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 + 1/2 * .25 + h3 * (4/5),
+     y = sqrt(3)/2 * .75 + h3 * (3/5),
+     angle = -60,
+     label = "25%",
+     size = 3) +
+   coord_equal(clip = "off", xlim = c(-.0, 1.0), ylim = c(-.0, sqrt(3)/2+.0),
+     expand = FALSE) +
+   theme(plot.margin = unit(c(1,1,1,0), "lines")) +
+   annotate(
+     geom = "text",
+     x = .5,
+     y = .37 * sqrt(3)/2,
+     label = "Electability Last",
+     size = 3.2) +
+   annotate(
+     geom = "text",
+     x = .4,
+     y = .08 * sqrt(3)/2,
+     label = "Preferences Last",
+     size = 3.2)

> cairo_pdf("figures/ternary-main-type2.pdf", width = 3.7, height = 3.7)

> ggdraw() +
+   draw_plot(g0, x = .05 / 2, y = 0, width = .95, height = .95) +
+   draw_label("Elicitation Order Affects Type Distribution", 0.5, 0.93, size = 12)

> dev.off()
null device 
          1 

> # ternary plot (full) ----
> gridlines_x_intercept = c(.25, .5, .75)

> fitted_thetas0 <- type_distributions_full[treat == 0,
+   cbind(Preferences, Electability, `Expected Utility`)]

> fitted_thetas1 <- type_distributions_full[treat == 1,
+   cbind(Preferences, Electability, `Expected Utility`)]

> barycentric0 <- data.table(
+   x = (fitted_thetas0[, 2] * .5 + fitted_thetas0[, 3]),
+   y = (fitted_thetas0[, 2] * .5 * sqrt(3)))

> mean_theta_values0 <- apply(fitted_thetas0, 2, mean)

> mean_thetas0 <- data.table(
+   x = mean_theta_values0[2] * .5 + mean_theta_values0[3],
+   y = mean_theta_values0[2] * .5 * sqrt(3))

> barycentric1 <- data.table(
+   x = (fitted_thetas1[, 2] * .5 + fitted_thetas1[, 3]),
+   y = (fitted_thetas1[, 2] * .5 * sqrt(3)))

> mean_theta_values1 <- apply(fitted_thetas1, 2, mean)

> mean_thetas1 <- data.table(
+   x = mean_theta_values1[2] * .5 + mean_theta_values1[3],
+   y = mean_theta_values1[2] * .5 * sqrt(3))

> r <- .05

> h1 <- .09

> h2 <- h1 * .6

> h3 <- .02

> w1 <- .25

> gsize <- .5

> g0 <- ggplot(barycentric0, aes(x, y)) +
+   geom_density2d_filled(
+     data = barycentric0,
+     aes(fill = ..level.., color = ..level..),
+     contour_var = "ndensity",
+     breaks = exp(seq(log(.025), log(.975), length.out = 70)) / exp(log(.975)),
+     n = 200) +
+   geom_density2d_filled(
+     data = barycentric1,
+     aes(fill = ..level.., color = ..level..),
+     contour_var = "ndensity",
+     breaks = exp(seq(log(.025), log(.975), length.out = 70)) / exp(log(.975)),
+     n = 200) +
+   annotate(geom = "segment", x = 0, xend = 0.5, y = 0, yend = 0.5 * sqrt(3),
+     color = "black", size = gsize) +
+   annotate(geom = "segment", x = 1, xend = 0.5, y = 0, yend = 0.5 * sqrt(3),
+     color = "black", size = gsize) +
+   annotate(geom = "segment", x = 0, xend = 1, y = 0, yend = 0,
+     color = "black", size = gsize) +
+   annotate(geom = "segment", x = .25, xend = .625, y = 0, yend = 0.6495191,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .5, xend = 0.750, y = 0, yend = 0.4330127,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .75, xend = 0.875, y = 0, yend = 0.2165064,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .25, xend = 0.125, y = 0, yend = 0.2165064,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .5, xend = 0.250, y = 0, yend = 0.4330127,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = .75, xend = 0.375, y = 0, yend = 0.6495191,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = 0.125, xend = 0.875, y = 0.2165064, yend = 0.2165064,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = 0.250, xend = 0.750, y = 0.4330127, yend = 0.4330127,
+     color = "black", size = gsize/2) +
+   annotate(geom = "segment", x = 0.375, xend = 0.625, y = 0.6495191, yend = 0.6495191,
+     color = "black", size = gsize/2) +
+   geom_point(data = mean_thetas0, color = "white", size = 2) +
+   geom_point(data = mean_thetas1, color = "black", size = 2) +
+   scale_fill_manual(values = paste0("gray", 100:31)) +#brewer.pal(9, "Greys")) +
+   scale_color_manual(values = paste0("gray", 100:31)) +#brewer.pal(9, "Greys")) +
+   theme_bw() +
+   theme(
+     axis.title = element_blank(),
+     axis.text = element_blank(),
+     axis.ticks = element_blank(),
+     axis.line = element_blank(),
+     panel.grid = element_blank(),
+     panel.border = element_blank(),
+     legend.position = "none") +
+   annotate(
+     geom = "text",
+     x = 1/2 + h1 * (0),
+     y = 0 + h1 * (-1),
+     angle = 0,
+     label = "Preferences") +
+   annotate(
+     geom = "text",
+     x = 1/4 + h1 * (-4/5),
+     y = sqrt(3)/4 + h1 * (3/5),
+     angle = 60,
+     label = "Electability") +
+   annotate(
+     geom = "text",
+     x = 3/4 + h1 * (4/5),
+     y = sqrt(3)/4 + h1 * (3/5),
+     angle = -60,
+     label = "Expected Utility") +
+   annotate(geom = "segment",
+     # origin + normal vector to axis (for text) + parallel vector to axis (for arrow)
+     x = 1/4 + h2 * (-4/5) - w1 * (1/2),
+     y = sqrt(3)/4 + h2 * (3/5) - w1 * (sqrt(3)/2),
+     xend = 1/4 + h2 * (-4/5) + w1 * (1/2),
+     yend = sqrt(3)/4 + h2 * (3/5) + w1 * (sqrt(3)/2),
+     size = .25,
+     arrow = arrow(type = "closed", angle = 15, length = unit(.125, "inches"))) +
+   annotate(geom = "segment",
+     x = 1/2 + h2 * (0) - w1 * (-1),
+     y = 0 + h2 * (-1) - w1 * (0),
+     xend = 1/2 + h2 * (0) + w1 * (-1),
+     yend = 0 + h2 * (-1) + w1 * (0),
+     size = .25,
+     arrow = arrow(type = "closed", angle = 15, length = unit(.125, "inches")))  +
+   annotate(geom = "segment",
+     x = 3/4 + h2 * (4/5) - w1 * (1/2),
+     y = sqrt(3)/4 + h2 * (3/5) - w1 * (-sqrt(3)/2),
+     xend = 3/4 + h2 * (4/5) + w1 * (1/2),
+     yend = sqrt(3)/4 + h2 * (3/5) + w1 * (-sqrt(3)/2),
+     size = .25,
+     arrow = arrow(type = "closed", angle = 15, length = unit(.125, "inches"))) +
+   annotate(
+     geom = "text",
+     x = .75 + h3 * (0),
+     y = 0 + h3 * (-1),
+     angle = 0,
+     label = "25%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = .50 + h3 * (0),
+     y = 0 + h3 * (-1),
+     angle = 0,
+     label = "50%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = .25 + h3 * (0),
+     y = 0 + h3 * (-1),
+     angle = 0,
+     label = "75%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 * .75 + h3 * (-4/5),
+     y = sqrt(3)/2 * .75 + h3 * (3/5),
+     angle = 60,
+     label = "75%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 * .5 + h3 * (-4/5),
+     y = sqrt(3)/2 * .5 + h3 * (3/5),
+     angle = 60,
+     label = "50%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 * .25 + h3 * (-4/5),
+     y = sqrt(3)/2 * .25 + h3 * (3/5),
+     angle = 60,
+     label = "25%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 + 1/2 * .75 + h3 * (4/5),
+     y = sqrt(3)/2 * .25 + h3 * (3/5),
+     angle = -60,
+     label = "75%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 + 1/2 * .5 + h3 * (4/5),
+     y = sqrt(3)/2 * .5 + h3 * (3/5),
+     angle = -60,
+     label = "50%",
+     size = 3) +
+   annotate(
+     geom = "text",
+     x = 1/2 + 1/2 * .25 + h3 * (4/5),
+     y = sqrt(3)/2 * .75 + h3 * (3/5),
+     angle = -60,
+     label = "25%",
+     size = 3) +
+   coord_equal(clip = "off", xlim = c(-.0, 1.0), ylim = c(-.0, sqrt(3)/2+.0),
+     expand = FALSE) +
+   theme(plot.margin = unit(c(1,1,1,0), "lines")) +
+   annotate(
+     geom = "text",
+     x = .5,
+     y = .37 * sqrt(3)/2,
+     label = "Electability Last",
+     size = 3.2) +
+   annotate(
+     geom = "text",
+     x = .4,
+     y = .08 * sqrt(3)/2,
+     label = "Preferences Last",
+     size = 3.2)

> cairo_pdf("figures/ternary-full-type2.pdf", width = 3.7, height = 3.7)

> ggdraw() +
+   draw_plot(g0, x = .05 / 2, y = 0, width = .95, height = .95) +
+   draw_label("Elicitation Order Affects Type Distribution\n(All Respondents)", 0.5, 0.93, size = 12)

> dev.off()
null device 
          1 

> # save ----
> save(boots_main, file = "results/boots_main-type2.RData")

> save(predicted_probs_main_1, file = "results/predicted_probs_main_1-type2.RData")

> save(predicted_probs_main_0, file = "results/predicted_probs_main_0-type2.RData")

> save(boots_full, file = "results/boots_full-type2.RData")
